Evaluating Large Language Model Outputs: A Practical Guide
Completed by Benjamin Nelson
October 14, 2024
2 hours (approximately)
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What you will learn
Identify the fundamentals of Large Language Models, including current evaluation methods and access to Vertex AI's evaluation models.
Apply hands-on knowledge of using Vertex AI's Automatic Metrics and AutoSxS for LLM evaluation.
Evaluate upcoming trends in generative AI evaluation, encompassing text, image, and audio models, and the importance of human evaluation.
Skills you will gain
- Category: Generative AI
- Category: Google Cloud Platform
- Category: Responsible AI
- Category: Model Optimization
- Category: Quality Assessment
- Category: Data Ethics
- Category: Human Factors
- Category: LLM Application
- Category: Image Quality
- Category: AI literacy
- Category: Model Evaluation
- Category: Large Language Modeling
